Overview
Brought to you by YData
Dataset statistics
| Number of variables | 17 |
|---|---|
| Number of observations | 200 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 53.7 KiB |
| Average record size in memory | 274.8 B |
Variable types
| Text | 1 |
|---|---|
| Numeric | 10 |
| Categorical | 6 |
ACL_Risk_Score is highly overall correlated with Fatigue_Score and 2 other fields | High correlation |
Fatigue_Score is highly overall correlated with ACL_Risk_Score | High correlation |
Injury_Indicator is highly overall correlated with ACL_Risk_Score and 1 other fields | High correlation |
Load_Balance_Score is highly overall correlated with ACL_Risk_Score and 2 other fields | High correlation |
Training_Hours_Per_Week is highly overall correlated with Load_Balance_Score | High correlation |
Injury_Indicator is highly imbalanced (63.4%) | Imbalance |
Athlete_ID has unique values | Unique |
Reproduction
| Analysis started | 2025-08-31 19:19:50.478128 |
|---|---|
| Analysis finished | 2025-08-31 19:20:02.733897 |
| Duration | 12.26 seconds |
| Software version | ydata-profiling vv4.16.1 |
| Download configuration | config.json |
Variables
Athlete_ID
Text
Unique
| Distinct | 200 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.5 KiB |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 200 ? |
|---|---|
| Unique (%) | 100.0% |
Sample
| 1st row | A001 |
|---|---|
| 2nd row | A002 |
| 3rd row | A003 |
| 4th row | A004 |
| 5th row | A005 |
| Value | Count | Frequency (%) |
| a001 | 1 | 0.5% |
| a002 | 1 | 0.5% |
| a003 | 1 | 0.5% |
| a004 | 1 | 0.5% |
| a005 | 1 | 0.5% |
| a006 | 1 | 0.5% |
| a007 | 1 | 0.5% |
| a008 | 1 | 0.5% |
| a009 | 1 | 0.5% |
| a010 | 1 | 0.5% |
| Other values (190) | 190 |
Most occurring characters
| Value | Count | Frequency (%) |
| A | 200 | |
| 1 | 140 | |
| 0 | 139 | |
| 2 | 41 | 5.1% |
| 3 | 40 | 5.0% |
| 4 | 40 | 5.0% |
| 5 | 40 | 5.0% |
| 6 | 40 | 5.0% |
| 7 | 40 | 5.0% |
| 8 | 40 | 5.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 800 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| A | 200 | |
| 1 | 140 | |
| 0 | 139 | |
| 2 | 41 | 5.1% |
| 3 | 40 | 5.0% |
| 4 | 40 | 5.0% |
| 5 | 40 | 5.0% |
| 6 | 40 | 5.0% |
| 7 | 40 | 5.0% |
| 8 | 40 | 5.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 800 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| A | 200 | |
| 1 | 140 | |
| 0 | 139 | |
| 2 | 41 | 5.1% |
| 3 | 40 | 5.0% |
| 4 | 40 | 5.0% |
| 5 | 40 | 5.0% |
| 6 | 40 | 5.0% |
| 7 | 40 | 5.0% |
| 8 | 40 | 5.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 800 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| A | 200 | |
| 1 | 140 | |
| 0 | 139 | |
| 2 | 41 | 5.1% |
| 3 | 40 | 5.0% |
| 4 | 40 | 5.0% |
| 5 | 40 | 5.0% |
| 6 | 40 | 5.0% |
| 7 | 40 | 5.0% |
| 8 | 40 | 5.0% |
Age
Real number (ℝ)
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 21.17 |
| Minimum | 18 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 18 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 19 |
| median | 21 |
| Q3 | 23 |
| 95-th percentile | 24 |
| Maximum | 24 |
| Range | 6 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.002787 |
|---|---|
| Coefficient of variation (CV) | 0.09460496 |
| Kurtosis | -1.2058754 |
| Mean | 21.17 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.054385542 |
| Sum | 4234 |
| Variance | 4.0111558 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 24 | 37 | |
| 21 | 34 | |
| 22 | 29 | |
| 19 | 27 | |
| 20 | 26 | |
| 18 | 24 | |
| 23 | 23 |
| Value | Count | Frequency (%) |
| 18 | 24 | |
| 19 | 27 | |
| 20 | 26 | |
| 21 | 34 | |
| 22 | 29 | |
| 23 | 23 | |
| 24 | 37 |
| Value | Count | Frequency (%) |
| 24 | 37 | |
| 23 | 23 | |
| 22 | 29 | |
| 21 | 34 | |
| 20 | 26 | |
| 19 | 27 | |
| 18 | 24 |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.07 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Female |
|---|---|
| 2nd row | Male |
| 3rd row | Male |
| 4th row | Female |
| 5th row | Female |
Common Values
| Value | Count | Frequency (%) |
| Female | 107 | |
| Male | 93 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| female | 107 | |
| male | 93 |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 307 | |
| a | 200 | |
| l | 200 | |
| F | 107 | 10.6% |
| m | 107 | 10.6% |
| M | 93 | 9.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1014 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| e | 307 | |
| a | 200 | |
| l | 200 | |
| F | 107 | 10.6% |
| m | 107 | 10.6% |
| M | 93 | 9.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1014 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| e | 307 | |
| a | 200 | |
| l | 200 | |
| F | 107 | 10.6% |
| m | 107 | 10.6% |
| M | 93 | 9.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1014 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| e | 307 | |
| a | 200 | |
| l | 200 | |
| F | 107 | 10.6% |
| m | 107 | 10.6% |
| M | 93 | 9.2% |
Height_cm
Real number (ℝ)
| Distinct | 39 |
|---|---|
| Distinct (%) | 19.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 180.805 |
| Minimum | 160 |
|---|---|
| Maximum | 199 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 160 |
|---|---|
| 5-th percentile | 161 |
| Q1 | 171 |
| median | 182.5 |
| Q3 | 191 |
| 95-th percentile | 197 |
| Maximum | 199 |
| Range | 39 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 11.529598 |
|---|---|
| Coefficient of variation (CV) | 0.063768138 |
| Kurtosis | -1.1241145 |
| Mean | 180.805 |
| Median Absolute Deviation (MAD) | 9.5 |
| Skewness | -0.30494182 |
| Sum | 36161 |
| Variance | 132.93163 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=39)
| Value | Count | Frequency (%) |
| 192 | 13 | 6.5% |
| 185 | 10 | 5.0% |
| 171 | 8 | 4.0% |
| 181 | 8 | 4.0% |
| 189 | 7 | 3.5% |
| 188 | 7 | 3.5% |
| 194 | 7 | 3.5% |
| 191 | 7 | 3.5% |
| 175 | 7 | 3.5% |
| 182 | 7 | 3.5% |
| Other values (29) | 119 |
| Value | Count | Frequency (%) |
| 160 | 6 | |
| 161 | 5 | |
| 162 | 5 | |
| 163 | 5 | |
| 164 | 7 | |
| 165 | 3 | |
| 166 | 3 | |
| 167 | 5 | |
| 168 | 2 | 1.0% |
| 169 | 4 |
| Value | Count | Frequency (%) |
| 199 | 5 | 2.5% |
| 198 | 4 | 2.0% |
| 197 | 2 | 1.0% |
| 196 | 6 | |
| 195 | 4 | 2.0% |
| 194 | 7 | |
| 193 | 5 | 2.5% |
| 192 | 13 | |
| 191 | 7 | |
| 190 | 4 | 2.0% |
Weight_kg
Real number (ℝ)
| Distinct | 45 |
|---|---|
| Distinct (%) | 22.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 77.475 |
| Minimum | 55 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 55 |
|---|---|
| 5-th percentile | 57.95 |
| Q1 | 67 |
| median | 77.5 |
| Q3 | 89 |
| 95-th percentile | 98 |
| Maximum | 99 |
| Range | 44 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 12.440789 |
|---|---|
| Coefficient of variation (CV) | 0.16057811 |
| Kurtosis | -1.1108918 |
| Mean | 77.475 |
| Median Absolute Deviation (MAD) | 11.5 |
| Skewness | -0.0070655216 |
| Sum | 15495 |
| Variance | 154.77324 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=45)
| Value | Count | Frequency (%) |
| 90 | 9 | 4.5% |
| 82 | 9 | 4.5% |
| 99 | 8 | 4.0% |
| 89 | 8 | 4.0% |
| 79 | 8 | 4.0% |
| 67 | 8 | 4.0% |
| 73 | 7 | 3.5% |
| 66 | 7 | 3.5% |
| 95 | 6 | 3.0% |
| 93 | 6 | 3.0% |
| Other values (35) | 124 |
| Value | Count | Frequency (%) |
| 55 | 5 | |
| 56 | 2 | 1.0% |
| 57 | 3 | |
| 58 | 1 | 0.5% |
| 59 | 5 | |
| 60 | 3 | |
| 61 | 3 | |
| 62 | 5 | |
| 63 | 5 | |
| 64 | 5 |
| Value | Count | Frequency (%) |
| 99 | 8 | |
| 98 | 3 | 1.5% |
| 97 | 1 | 0.5% |
| 96 | 2 | 1.0% |
| 95 | 6 | |
| 94 | 1 | 0.5% |
| 93 | 6 | |
| 92 | 4 | |
| 91 | 5 | |
| 90 | 9 |
Position
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 10.9 KiB |
| Forward | |
|---|---|
| Center | |
| Guard |
Length
| Max length | 7 |
|---|---|
| Median length | 6 |
| Mean length | 6.03 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Center |
|---|---|
| 2nd row | Forward |
| 3rd row | Guard |
| 4th row | Guard |
| 5th row | Center |
Common Values
| Value | Count | Frequency (%) |
| Forward | 70 | |
| Center | 66 | |
| Guard | 64 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| forward | 70 | |
| center | 66 | |
| guard | 64 |
Most occurring characters
| Value | Count | Frequency (%) |
| r | 270 | |
| a | 134 | |
| d | 134 | |
| e | 132 | |
| w | 70 | 5.8% |
| o | 70 | 5.8% |
| F | 70 | 5.8% |
| C | 66 | 5.5% |
| n | 66 | 5.5% |
| t | 66 | 5.5% |
| Other values (2) | 128 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 1206 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| r | 270 | |
| a | 134 | |
| d | 134 | |
| e | 132 | |
| w | 70 | 5.8% |
| o | 70 | 5.8% |
| F | 70 | 5.8% |
| C | 66 | 5.5% |
| n | 66 | 5.5% |
| t | 66 | 5.5% |
| Other values (2) | 128 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 1206 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| r | 270 | |
| a | 134 | |
| d | 134 | |
| e | 132 | |
| w | 70 | 5.8% |
| o | 70 | 5.8% |
| F | 70 | 5.8% |
| C | 66 | 5.5% |
| n | 66 | 5.5% |
| t | 66 | 5.5% |
| Other values (2) | 128 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 1206 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| r | 270 | |
| a | 134 | |
| d | 134 | |
| e | 132 | |
| w | 70 | 5.8% |
| o | 70 | 5.8% |
| F | 70 | 5.8% |
| C | 66 | 5.5% |
| n | 66 | 5.5% |
| t | 66 | 5.5% |
| Other values (2) | 128 |
Training_Intensity
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.105 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.49904 |
|---|---|
| Coefficient of variation (CV) | 0.48952792 |
| Kurtosis | -1.1077792 |
| Mean | 5.105 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.1147129 |
| Sum | 1021 |
| Variance | 6.245201 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 8 | 31 | |
| 6 | 28 | |
| 5 | 26 | |
| 4 | 24 | |
| 1 | 23 | |
| 3 | 21 | |
| 9 | 17 | |
| 7 | 16 | |
| 2 | 14 |
| Value | Count | Frequency (%) |
| 1 | 23 | |
| 2 | 14 | |
| 3 | 21 | |
| 4 | 24 | |
| 5 | 26 | |
| 6 | 28 | |
| 7 | 16 | |
| 8 | 31 | |
| 9 | 17 |
| Value | Count | Frequency (%) |
| 9 | 17 | |
| 8 | 31 | |
| 7 | 16 | |
| 6 | 28 | |
| 5 | 26 | |
| 4 | 24 | |
| 3 | 21 | |
| 2 | 14 | |
| 1 | 23 |
Training_Hours_Per_Week
Real number (ℝ)
High correlation
| Distinct | 15 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.315 |
| Minimum | 5 |
|---|---|
| Maximum | 19 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 5 |
| Q1 | 7 |
| median | 11 |
| Q3 | 15 |
| 95-th percentile | 19 |
| Maximum | 19 |
| Range | 14 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 4.4389522 |
|---|---|
| Coefficient of variation (CV) | 0.39230687 |
| Kurtosis | -1.2137635 |
| Mean | 11.315 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 0.1876336 |
| Sum | 2263 |
| Variance | 19.704296 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=15)
| Value | Count | Frequency (%) |
| 5 | 20 | 10.0% |
| 11 | 19 | 9.5% |
| 7 | 18 | 9.0% |
| 6 | 17 | 8.5% |
| 12 | 14 | 7.0% |
| 18 | 13 | 6.5% |
| 15 | 12 | 6.0% |
| 8 | 12 | 6.0% |
| 10 | 12 | 6.0% |
| 19 | 11 | 5.5% |
| Other values (5) | 52 |
| Value | Count | Frequency (%) |
| 5 | 20 | |
| 6 | 17 | |
| 7 | 18 | |
| 8 | 12 | |
| 9 | 11 | |
| 10 | 12 | |
| 11 | 19 | |
| 12 | 14 | |
| 13 | 9 | |
| 14 | 10 |
| Value | Count | Frequency (%) |
| 19 | 11 | |
| 18 | 13 | |
| 17 | 11 | |
| 16 | 11 | |
| 15 | 12 | |
| 14 | 10 | |
| 13 | 9 | |
| 12 | 14 | |
| 11 | 19 | |
| 10 | 12 |
Recovery_Days_Per_Week
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| 2 | |
|---|---|
| 1 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2 |
|---|---|
| 2nd row | 1 |
| 3rd row | 2 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 2 | 69 | |
| 1 | 67 | |
| 3 | 64 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2 | 69 | |
| 1 | 67 | |
| 3 | 64 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 69 | |
| 1 | 67 | |
| 3 | 64 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 69 | |
| 1 | 67 | |
| 3 | 64 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 69 | |
| 1 | 67 | |
| 3 | 64 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 69 | |
| 1 | 67 | |
| 3 | 64 |
Match_Count_Per_Week
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| 1 | |
|---|---|
| 4 | |
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 3 |
|---|---|
| 2nd row | 3 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 2 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 62 | |
| 4 | 47 | |
| 2 | 46 | |
| 3 | 45 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 62 | |
| 4 | 47 | |
| 2 | 46 | |
| 3 | 45 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 62 | |
| 4 | 47 | |
| 2 | 46 | |
| 3 | 45 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 62 | |
| 4 | 47 | |
| 2 | 46 | |
| 3 | 45 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 62 | |
| 4 | 47 | |
| 2 | 46 | |
| 3 | 45 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 62 | |
| 4 | 47 | |
| 2 | 46 | |
| 3 | 45 |
Rest_Between_Events_Days
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 3 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 69 | |
| 2 | 67 | |
| 3 | 64 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 69 | |
| 2 | 67 | |
| 3 | 64 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 69 | |
| 2 | 67 | |
| 3 | 64 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 1 | 69 | |
| 2 | 67 | |
| 3 | 64 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 1 | 69 | |
| 2 | 67 | |
| 3 | 64 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 1 | 69 | |
| 2 | 67 | |
| 3 | 64 |
Fatigue_Score
Real number (ℝ)
High correlation
| Distinct | 9 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.92 |
| Minimum | 1 |
|---|---|
| Maximum | 9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 8 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 2.5605433 |
|---|---|
| Coefficient of variation (CV) | 0.52043563 |
| Kurtosis | -1.2395187 |
| Mean | 4.92 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.0191194 |
| Sum | 984 |
| Variance | 6.5563819 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 2 | 28 | |
| 7 | 24 | |
| 5 | 23 | |
| 4 | 22 | |
| 6 | 22 | |
| 8 | 22 | |
| 1 | 21 | |
| 3 | 19 | |
| 9 | 19 |
| Value | Count | Frequency (%) |
| 1 | 21 | |
| 2 | 28 | |
| 3 | 19 | |
| 4 | 22 | |
| 5 | 23 | |
| 6 | 22 | |
| 7 | 24 | |
| 8 | 22 | |
| 9 | 19 |
| Value | Count | Frequency (%) |
| 9 | 19 | |
| 8 | 22 | |
| 7 | 24 | |
| 6 | 22 | |
| 5 | 23 | |
| 4 | 22 | |
| 3 | 19 | |
| 2 | 28 | |
| 1 | 21 |
Performance_Score
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74.465 |
| Minimum | 50 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 53 |
| Q1 | 62 |
| median | 74 |
| Q3 | 86.25 |
| 95-th percentile | 97.05 |
| Maximum | 99 |
| Range | 49 |
| Interquartile range (IQR) | 24.25 |
Descriptive statistics
| Standard deviation | 14.636939 |
|---|---|
| Coefficient of variation (CV) | 0.19656132 |
| Kurtosis | -1.2367314 |
| Mean | 74.465 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.10293639 |
| Sum | 14893 |
| Variance | 214.23997 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 64 | 8 | 4.0% |
| 53 | 7 | 3.5% |
| 74 | 7 | 3.5% |
| 70 | 7 | 3.5% |
| 62 | 7 | 3.5% |
| 68 | 6 | 3.0% |
| 56 | 6 | 3.0% |
| 60 | 6 | 3.0% |
| 97 | 6 | 3.0% |
| 85 | 6 | 3.0% |
| Other values (39) | 134 |
| Value | Count | Frequency (%) |
| 50 | 3 | |
| 51 | 3 | |
| 52 | 1 | 0.5% |
| 53 | 7 | |
| 54 | 2 | 1.0% |
| 55 | 4 | |
| 56 | 6 | |
| 57 | 4 | |
| 58 | 5 | |
| 59 | 6 |
| Value | Count | Frequency (%) |
| 99 | 4 | |
| 98 | 6 | |
| 97 | 6 | |
| 96 | 4 | |
| 95 | 5 | |
| 94 | 3 | |
| 93 | 6 | |
| 92 | 3 | |
| 91 | 5 | |
| 90 | 3 |
Team_Contribution_Score
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 24.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 72.63 |
| Minimum | 50 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 50 |
|---|---|
| 5-th percentile | 51 |
| Q1 | 60.75 |
| median | 72 |
| Q3 | 85 |
| 95-th percentile | 95 |
| Maximum | 99 |
| Range | 49 |
| Interquartile range (IQR) | 24.25 |
Descriptive statistics
| Standard deviation | 14.432762 |
|---|---|
| Coefficient of variation (CV) | 0.19871626 |
| Kurtosis | -1.2545505 |
| Mean | 72.63 |
| Median Absolute Deviation (MAD) | 12.5 |
| Skewness | 0.052555975 |
| Sum | 14526 |
| Variance | 208.30462 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 51 | 9 | 4.5% |
| 52 | 8 | 4.0% |
| 84 | 7 | 3.5% |
| 65 | 7 | 3.5% |
| 57 | 7 | 3.5% |
| 91 | 6 | 3.0% |
| 63 | 6 | 3.0% |
| 67 | 6 | 3.0% |
| 70 | 6 | 3.0% |
| 55 | 6 | 3.0% |
| Other values (39) | 132 |
| Value | Count | Frequency (%) |
| 50 | 3 | 1.5% |
| 51 | 9 | |
| 52 | 8 | |
| 53 | 5 | |
| 54 | 3 | 1.5% |
| 55 | 6 | |
| 56 | 2 | 1.0% |
| 57 | 7 | |
| 58 | 4 | |
| 59 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 99 | 2 | 1.0% |
| 98 | 3 | |
| 96 | 2 | 1.0% |
| 95 | 4 | |
| 94 | 5 | |
| 93 | 5 | |
| 92 | 1 | 0.5% |
| 91 | 6 | |
| 90 | 4 | |
| 89 | 3 |
Load_Balance_Score
Real number (ℝ)
High correlation
| Distinct | 31 |
|---|---|
| Distinct (%) | 15.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 93.395 |
| Minimum | 62 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 62 |
|---|---|
| 5-th percentile | 76.9 |
| Q1 | 89 |
| median | 98 |
| Q3 | 100 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 38 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.6604847 |
|---|---|
| Coefficient of variation (CV) | 0.09272964 |
| Kurtosis | 1.1397292 |
| Mean | 93.395 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -1.3561907 |
| Sum | 18679 |
| Variance | 75.003995 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=31)
| Value | Count | Frequency (%) |
| 100 | 89 | |
| 98 | 9 | 4.5% |
| 91 | 9 | 4.5% |
| 94 | 7 | 3.5% |
| 93 | 7 | 3.5% |
| 95 | 5 | 2.5% |
| 84 | 5 | 2.5% |
| 88 | 5 | 2.5% |
| 89 | 5 | 2.5% |
| 78 | 5 | 2.5% |
| Other values (21) | 54 |
| Value | Count | Frequency (%) |
| 62 | 1 | 0.5% |
| 66 | 1 | 0.5% |
| 69 | 2 | 1.0% |
| 70 | 2 | 1.0% |
| 71 | 1 | 0.5% |
| 72 | 1 | 0.5% |
| 74 | 1 | 0.5% |
| 75 | 1 | 0.5% |
| 77 | 1 | 0.5% |
| 78 | 5 |
| Value | Count | Frequency (%) |
| 100 | 89 | |
| 99 | 5 | 2.5% |
| 98 | 9 | 4.5% |
| 97 | 5 | 2.5% |
| 96 | 4 | 2.0% |
| 95 | 5 | 2.5% |
| 94 | 7 | 3.5% |
| 93 | 7 | 3.5% |
| 92 | 3 | 1.5% |
| 91 | 9 | 4.5% |
ACL_Risk_Score
Real number (ℝ)
High correlation
| Distinct | 73 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 46.47 |
| Minimum | 2 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 1.7 KiB |
Quantile statistics
| Minimum | 2 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 33 |
| median | 45 |
| Q3 | 60 |
| 95-th percentile | 77.1 |
| Maximum | 100 |
| Range | 98 |
| Interquartile range (IQR) | 27 |
Descriptive statistics
| Standard deviation | 18.943956 |
|---|---|
| Coefficient of variation (CV) | 0.40765991 |
| Kurtosis | -0.2171803 |
| Mean | 46.47 |
| Median Absolute Deviation (MAD) | 13 |
| Skewness | 0.20662931 |
| Sum | 9294 |
| Variance | 358.87347 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 42 | 8 | 4.0% |
| 47 | 7 | 3.5% |
| 33 | 6 | 3.0% |
| 35 | 6 | 3.0% |
| 61 | 6 | 3.0% |
| 50 | 5 | 2.5% |
| 49 | 5 | 2.5% |
| 28 | 5 | 2.5% |
| 44 | 5 | 2.5% |
| 41 | 5 | 2.5% |
| Other values (63) | 142 |
| Value | Count | Frequency (%) |
| 2 | 1 | |
| 4 | 1 | |
| 7 | 1 | |
| 9 | 2 | |
| 12 | 2 | |
| 13 | 1 | |
| 16 | 1 | |
| 17 | 2 | |
| 18 | 2 | |
| 19 | 1 |
| Value | Count | Frequency (%) |
| 100 | 1 | 0.5% |
| 94 | 1 | 0.5% |
| 93 | 1 | 0.5% |
| 91 | 1 | 0.5% |
| 84 | 1 | 0.5% |
| 81 | 3 | |
| 79 | 2 | |
| 77 | 2 | |
| 76 | 2 | |
| 75 | 1 | 0.5% |
Injury_Indicator
Categorical
High correlation Imbalance
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.9 KiB |
| 0 | |
|---|---|
| 1 | 14 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 1 | 14 | 7.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 1 | 14 | 7.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 1 | 14 | 7.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 1 | 14 | 7.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 1 | 14 | 7.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 200 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 0 | 186 | |
| 1 | 14 | 7.0% |
Interactions
Correlations
| ACL_Risk_Score | Age | Fatigue_Score | Gender | Height_cm | Injury_Indicator | Load_Balance_Score | Match_Count_Per_Week | Performance_Score | Position | Recovery_Days_Per_Week | Rest_Between_Events_Days | Team_Contribution_Score | Training_Hours_Per_Week | Training_Intensity | Weight_kg | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| ACL_Risk_Score | 1.000 | -0.022 | 0.657 | 0.000 | -0.059 | 0.793 | -0.513 | 0.000 | -0.030 | 0.000 | 0.243 | 0.096 | 0.106 | 0.195 | 0.358 | -0.038 |
| Age | -0.022 | 1.000 | 0.064 | 0.049 | -0.015 | 0.084 | 0.080 | 0.000 | 0.019 | 0.000 | 0.171 | 0.000 | -0.058 | -0.078 | 0.054 | -0.030 |
| Fatigue_Score | 0.657 | 0.064 | 1.000 | 0.085 | -0.023 | 0.278 | -0.082 | 0.000 | -0.052 | 0.083 | 0.000 | 0.000 | 0.074 | 0.012 | -0.008 | -0.046 |
| Gender | 0.000 | 0.049 | 0.085 | 1.000 | 0.000 | 0.000 | 0.021 | 0.000 | 0.085 | 0.056 | 0.000 | 0.106 | 0.086 | 0.000 | 0.166 | 0.157 |
| Height_cm | -0.059 | -0.015 | -0.023 | 0.000 | 1.000 | 0.067 | 0.018 | 0.000 | -0.003 | 0.121 | 0.000 | 0.154 | -0.063 | 0.044 | -0.053 | 0.035 |
| Injury_Indicator | 0.793 | 0.084 | 0.278 | 0.000 | 0.067 | 1.000 | 0.531 | 0.000 | 0.000 | 0.000 | 0.287 | 0.000 | 0.070 | 0.000 | 0.000 | 0.099 |
| Load_Balance_Score | -0.513 | 0.080 | -0.082 | 0.021 | 0.018 | 0.531 | 1.000 | 0.071 | -0.067 | 0.043 | 0.348 | 0.000 | -0.033 | -0.551 | -0.087 | 0.040 |
| Match_Count_Per_Week | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.071 | 1.000 | 0.169 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.000 | 0.086 |
| Performance_Score | -0.030 | 0.019 | -0.052 | 0.085 | -0.003 | 0.000 | -0.067 | 0.169 | 1.000 | 0.000 | 0.040 | 0.000 | -0.026 | 0.073 | -0.124 | -0.086 |
| Position | 0.000 | 0.000 | 0.083 | 0.056 | 0.121 | 0.000 | 0.043 | 0.000 | 0.000 | 1.000 | 0.000 | 0.094 | 0.000 | 0.179 | 0.056 | 0.157 |
| Recovery_Days_Per_Week | 0.243 | 0.171 | 0.000 | 0.000 | 0.000 | 0.287 | 0.348 | 0.000 | 0.040 | 0.000 | 1.000 | 0.000 | 0.000 | 0.000 | 0.074 | 0.153 |
| Rest_Between_Events_Days | 0.096 | 0.000 | 0.000 | 0.106 | 0.154 | 0.000 | 0.000 | 0.000 | 0.000 | 0.094 | 0.000 | 1.000 | 0.040 | 0.138 | 0.072 | 0.000 |
| Team_Contribution_Score | 0.106 | -0.058 | 0.074 | 0.086 | -0.063 | 0.070 | -0.033 | 0.000 | -0.026 | 0.000 | 0.000 | 0.040 | 1.000 | -0.011 | 0.052 | -0.064 |
| Training_Hours_Per_Week | 0.195 | -0.078 | 0.012 | 0.000 | 0.044 | 0.000 | -0.551 | 0.000 | 0.073 | 0.179 | 0.000 | 0.138 | -0.011 | 1.000 | -0.025 | -0.129 |
| Training_Intensity | 0.358 | 0.054 | -0.008 | 0.166 | -0.053 | 0.000 | -0.087 | 0.000 | -0.124 | 0.056 | 0.074 | 0.072 | 0.052 | -0.025 | 1.000 | -0.042 |
| Weight_kg | -0.038 | -0.030 | -0.046 | 0.157 | 0.035 | 0.099 | 0.040 | 0.086 | -0.086 | 0.157 | 0.153 | 0.000 | -0.064 | -0.129 | -0.042 | 1.000 |
Missing values
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
Sample
| Athlete_ID | Age | Gender | Height_cm | Weight_kg | Position | Training_Intensity | Training_Hours_Per_Week | Recovery_Days_Per_Week | Match_Count_Per_Week | Rest_Between_Events_Days | Fatigue_Score | Performance_Score | Team_Contribution_Score | Load_Balance_Score | ACL_Risk_Score | Injury_Indicator | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | A001 | 24 | Female | 195 | 99 | Center | 2 | 13 | 2 | 3 | 1 | 1 | 99 | 58 | 100 | 4 | 0 |
| 1 | A002 | 21 | Male | 192 | 65 | Forward | 8 | 14 | 1 | 3 | 1 | 4 | 55 | 63 | 83 | 73 | 0 |
| 2 | A003 | 22 | Male | 163 | 83 | Guard | 8 | 8 | 2 | 1 | 3 | 6 | 58 | 62 | 100 | 62 | 0 |
| 3 | A004 | 24 | Female | 192 | 90 | Guard | 1 | 13 | 1 | 1 | 1 | 7 | 82 | 74 | 78 | 51 | 0 |
| 4 | A005 | 20 | Female | 173 | 79 | Center | 3 | 9 | 1 | 2 | 1 | 2 | 90 | 51 | 83 | 49 | 0 |
| 5 | A006 | 22 | Female | 180 | 75 | Guard | 9 | 14 | 3 | 4 | 1 | 6 | 74 | 84 | 99 | 54 | 0 |
| 6 | A007 | 22 | Female | 179 | 90 | Forward | 5 | 13 | 1 | 4 | 2 | 7 | 97 | 56 | 78 | 84 | 1 |
| 7 | A008 | 24 | Female | 167 | 64 | Center | 6 | 7 | 2 | 3 | 3 | 2 | 62 | 70 | 100 | 42 | 0 |
| 8 | A009 | 19 | Female | 166 | 91 | Guard | 4 | 19 | 2 | 3 | 3 | 2 | 58 | 67 | 80 | 50 | 0 |
| 9 | A010 | 20 | Female | 162 | 63 | Center | 2 | 8 | 3 | 3 | 2 | 7 | 62 | 52 | 100 | 35 | 0 |
| Athlete_ID | Age | Gender | Height_cm | Weight_kg | Position | Training_Intensity | Training_Hours_Per_Week | Recovery_Days_Per_Week | Match_Count_Per_Week | Rest_Between_Events_Days | Fatigue_Score | Performance_Score | Team_Contribution_Score | Load_Balance_Score | ACL_Risk_Score | Injury_Indicator | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 190 | A191 | 21 | Female | 176 | 79 | Guard | 7 | 14 | 1 | 1 | 2 | 8 | 71 | 83 | 74 | 94 | 1 |
| 191 | A192 | 22 | Female | 185 | 76 | Guard | 9 | 18 | 1 | 2 | 2 | 9 | 97 | 53 | 79 | 79 | 1 |
| 192 | A193 | 24 | Female | 167 | 81 | Forward | 1 | 12 | 2 | 4 | 1 | 4 | 86 | 74 | 94 | 30 | 0 |
| 193 | A194 | 20 | Female | 188 | 67 | Center | 6 | 15 | 2 | 3 | 2 | 1 | 64 | 64 | 95 | 40 | 0 |
| 194 | A195 | 20 | Female | 185 | 87 | Guard | 7 | 18 | 2 | 4 | 2 | 1 | 84 | 53 | 87 | 42 | 0 |
| 195 | A196 | 23 | Female | 169 | 88 | Guard | 3 | 11 | 3 | 4 | 1 | 3 | 77 | 94 | 100 | 39 | 0 |
| 196 | A197 | 21 | Male | 185 | 95 | Forward | 8 | 5 | 3 | 4 | 2 | 5 | 56 | 61 | 100 | 56 | 0 |
| 197 | A198 | 19 | Female | 193 | 89 | Center | 5 | 6 | 2 | 1 | 1 | 5 | 81 | 81 | 100 | 25 | 0 |
| 198 | A199 | 19 | Male | 166 | 55 | Center | 9 | 7 | 2 | 3 | 1 | 9 | 60 | 81 | 97 | 61 | 0 |
| 199 | A200 | 22 | Male | 163 | 75 | Forward | 5 | 5 | 2 | 3 | 1 | 2 | 59 | 77 | 100 | 23 | 0 |